Mahalanobis Taguchi System (MTS) as a Prognostics Tool for Rolling Element Bearing Failures

In this paper, a novel Mahalanobis–Taguchi system (MTS)-based fault detection, isolation, and prognostics scheme is presented. The proposed data-driven scheme utilizes the Mahalanobis distance (MD)-based fault clustering and the progression of MD values over time. MD thresholds derived from the clus...

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Veröffentlicht in:	Journal of manufacturing science and engineering 2010-10, Vol.132 (5)
Hauptverfasser:	Soylemezoglu, Ahmet, Jagannathan, S, Saygin, Can
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Bearings, bushings, rolling bearings Drives Exact sciences and technology Industrial metrology. Testing Mechanical engineering. Machine design Operational research and scientific management Operational research. Management science Reliability theory. Replacement problems
Online-Zugang:	Volltext
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